Predictive performance modeling of virtualized storage systems using optimized statistical regression techniques

@inproceedings{Noorshams2013PredictivePM,
  title={Predictive performance modeling of virtualized storage systems using optimized statistical regression techniques},
  author={Qais Noorshams and Dominik Bruhn and Samuel Kounev and Ralf H. Reussner},
  booktitle={ICPE},
  year={2013}
}
Modern virtualized environments are key for reducing the operating costs of data centers. By enabling the sharing of physical resources, virtualization promises increased resource efficiency with decreased administration costs. With the increasing popularity of I/O-intensive applications, however, the virtualized storage used in such environments can quickly become a bottleneck and lead to performance and scalability issues. Performance modeling and evaluation techniques applied prior to system… CONTINUE READING